[shadowgovt]

I have definitely had Claude make recommendations that gave me structural insight into the code that I didn't have on my own, and I integrated that insight.

People who claim "It's not synthesized, it's just other people's work run through a woodchipper" aren't precisely right, but they also aren't precisely wrong... And in this space, having the whole ecosystem of programmers who published code looking over my shoulder as I try to solve problems is a huge boon.